KR102073590B1 - Method, system and non-transitory computer-readable recording medium for providing a service based on genetic information - Google Patents

Abstract

The present invention relates to a method, system and non-transitory computer readable recording medium for providing a service based on genetic information.
According to an aspect of the present invention, a method for providing a service based on genetic information, comprising: at least one single nucleotide polymorphism (SNP) marker associated with at least one trait of a subject's genetic information Obtaining at least one single base polymorphic marker according to the effect of the at least one single base polymorphic marker on the at least one trait, with reference to an expression type of the at least one single base polymorphic marker Determining a score of the subject, and estimating the subject's suitability based on the determined score of the at least one single base polymorphic marker.

Description

METHOD, SYSTEM AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM FOR PROVIDING A SERVICE BASED ON GENETIC INFORMATION}

The present invention relates to a method, system and non-transitory computer readable recording medium for providing a service based on genetic information.

Aptitude test, personality test, etc. are widely used to grasp an individual's aptitude, aptitude, and ability.

In this regard, as an example of the prior art, a means of databaseing 120 occupational personalities into codes based on six types of vocational personality theory (RIASEC), and the objective occupational environment and subjective occupational characteristics of the subjects retrieved by the database. Find out how to create an OMR card by exploring the general environment, desired career, academic and academic performance, subject performance, traits and abilities, general personality type, activity type, performance, and job preferences, and the OMR card. A means of deriving sub-codes according to the order of scores by selecting three scores in the order of highest scores by scoring them by type by a database of theories, and among the files of 120 occupational personality types stored in the database. By calling the sheet corresponding to the code, you can choose the job that suits your personality. That that information has been introduced bar career diagnostic system as claimed.

However, according to the prior art as described above and the techniques introduced so far, the subject's aptitude is derived through a questionnaire or question-and-answer method, which is based on various factors such as the type of questionnaire or question-and-answer, psychological environment, and surrounding conditions. There was a limit that the aptitude diagnosis result could be affected.

Accordingly, the present inventor accurately estimates aptitude by using genetic information (DNA) (specifically, information on Single Nucleotide Polymorphism (SNP) that affects aptitude in genetic information) of a subject. I propose a technique.

The present invention aims to solve all the problems of the prior art described above.

In addition, another object of the present invention is to accurately estimate a subject's aptitude based on an association between at least one single nucleotide polymorphism (SNP) marker and at least one trait.

It is another object of the present invention to determine a score of at least one single nucleotide polymorphic marker corresponding to at least one trait in consideration of the expression type of at least one single nucleotide polymorphic marker.

In addition, another object of the present invention is to provide various services associated with the subject's presumed aptitude.

Representative configuration of the present invention for achieving the above object is as follows.

According to an aspect of the present invention, a method for providing a service based on genetic information, comprising: at least one single nucleotide polymorphism (SNP) marker associated with at least one trait of a subject's genetic information Obtaining at least one single base polymorphic marker according to the effect of the at least one single base polymorphic marker on the at least one trait, with reference to an expression type of the at least one single base polymorphic marker Determining a score of the subject, and estimating the subject's suitability based on the determined score of the at least one single base polymorphic marker.

According to another aspect of the present invention, there is provided a system for providing a service based on genetic information, the system comprising: at least one Single Nucleotide Polymorphism (SNP) marker associated with at least one trait of a subject's genetic information A marker information acquisition unit for obtaining information on the at least one single nucleotide polymorphism marker, with reference to the expression type of the at least one single nucleotide polymorphism marker, according to the effect on the at least one trait A system including a marker score determiner for determining a score of a base polymorphic marker and an aptitude estimator for estimating the subject's suitability based on the score of the at least one single base polymorphic marker determined is provided.

In addition, there is further provided a non-transitory computer readable recording medium for recording another method for implementing the present invention, another system, and a computer program for executing the method.

According to the present invention, the aptitude of a subject can be estimated based on an association between at least one single nucleotide polymorphism marker (SNP) and at least one trait.

According to the present invention, the score of at least one single nucleotide polymorphism marker corresponding to the at least one trait can be determined in consideration of the expression type of the at least one single nucleotide polymorphism marker.

According to the present invention, it is possible to provide various services associated with the estimated aptitude of a subject.

1 is a view showing a schematic configuration of an entire system for providing a service based on genetic information according to an embodiment of the present invention.
2 is a diagram illustrating an internal configuration of a service providing system according to an exemplary embodiment of the present invention in detail.
3 to 4 exemplarily illustrate a process of estimating aptitude according to an embodiment of the present invention.
5 is a diagram exemplarily illustrating contents of providing a recommended occupation to a subject according to an embodiment of the present invention.

DETAILED DESCRIPTION OF THE INVENTION The following detailed description of the invention refers to the accompanying drawings that show, by way of illustration, specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. It is to be understood that the various embodiments of the invention are different but need not be mutually exclusive. For example, certain shapes, structures, and characteristics described herein may be implemented with changes from one embodiment to another without departing from the spirit and scope of the invention. In addition, it is to be understood that the location or arrangement of individual components within each embodiment may be changed without departing from the spirit and scope of the invention. Accordingly, the following detailed description is not to be taken in a limiting sense, and the scope of the present invention should be taken as encompassing the scope of the claims of the claims and all equivalents thereof. Like reference numerals in the drawings indicate the same or similar elements throughout the several aspects.

In the present specification, Single Nucleotide Polymorphism (SNP) refers to a genetic change or variation showing a difference of one nucleotide sequence (A, T, G, C) in a DNA sequence.

Also, in the present specification, an allele means various types of genes that exist at the same locus of homologous chromosomes.

Hereinafter, various preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily implement the present invention.

Configuration of the entire system

1 is a view showing a schematic configuration of an entire system for providing a service based on genetic information according to an embodiment of the present invention.

As shown in FIG. 1, the entire system according to an embodiment of the present invention may include a communication network 100, a service providing system 200, and a device 300.

First, the communication network 100 according to an embodiment of the present invention may be configured regardless of a communication mode such as wired communication or wireless communication, and includes a local area network (LAN) and a metropolitan area network (MAN). ), And various communication networks such as a wide area network (WAN). Preferably, the communication network 100 as used herein may be a known Internet or World Wide Web (WWW). However, the communication network 100 may include, at least in part, a known wired / wireless data communication network, a known telephone network, or a known wired / wireless television communication network without being limited thereto.

For example, the communication network 100 is a wireless data communication network, and includes Wi-Fi communication, Wi-Fi Direct communication, Long Term Evolution (LTE) communication, Bluetooth communication (for example, low power Bluetooth BLE (Bluetooth Low Energy), infrared communication, ultrasonic communication, and the like may be implemented at least in part.

Next, the service providing system 200 according to an embodiment of the present invention may perform communication with the device 300, which will be described later, through the communication network 100, and may be associated with at least one trait of the genetic information of the examinee. Obtaining information about at least one single nucleotide polymorphism (SNP) marker and referring to the expression type of the at least one single nucleotide polymorphism marker, the at least one single nucleotide polymorphism marker Determine the score of the at least one single nucleotide polymorphic marker according to the effect on at least one trait and estimate the aptitude of the subject based on the score of the determined at least one single nucleotide polymorphic marker. have.

The configuration and function of the service providing system 200 according to the present invention will be described in detail through the following detailed description. Meanwhile, the service providing system 200 has been described as above, but this description is exemplary, and at least a part of a function or component required for the service providing system 200 will be described later as necessary. It will be apparent to those skilled in the art that they may be implemented within an external system (not shown) or may be included in the device 300 or an external system (not shown).

Next, according to an embodiment of the present invention, the device 300 is a digital device including a function for enabling communication after connecting to the service providing system 200 through the communication network 100, a smartphone, a tablet PC As long as a portable digital device having a memory means and a microprocessor equipped with arithmetic capability, the device 300 can be adopted as the device 300 according to the present invention.

Meanwhile, according to an embodiment of the present invention, the device 300 may include an application for supporting a function according to the present invention for providing a service based on genetic information. Such an application may be downloaded from the service providing system 200 or an external application distribution server (not shown).

Configuration of Service Delivery System

Hereinafter, the internal configuration of the service providing system 200 performing important functions for the implementation of the present invention and the function of each component will be described.

2 is a diagram illustrating in detail the internal configuration of the service providing system 200 according to an embodiment of the present invention.

The service providing system 200 according to an exemplary embodiment of the present invention may be a digital device having a computing power by including a memory means and a microprocessor. The service providing system 200 may be a server system. As shown in FIG. 2, the service providing system 200 includes a marker information obtaining unit 210, a marker score determining unit 220, an aptitude estimating unit 230, a service providing unit 240, a communication unit 250, and the like. It may be configured to include a controller 260. According to one embodiment of the invention, the marker information acquisition unit 210, marker score determination unit 220, aptitude estimation unit 230, service provider 240, communication unit 250 and the control unit 260 At least some of the above may be program modules that communicate with an external system. Such program modules may be included in the service providing system 200 in the form of an operating system, an application program module, or other program modules, and may be physically stored in various known storage devices. In addition, the program module may be stored in a remote storage device that can communicate with the service providing system 200. On the other hand, such program modules include, but are not limited to, routines, subroutines, programs, objects, components, data structures, etc. that perform particular tasks or execute particular abstract data types, described below, in accordance with the present invention.

First, according to an embodiment of the present invention, the marker information acquisition unit 210 may perform a function of acquiring information regarding at least one single nucleotide polymorphism marker associated with at least one trait among genetic information of a subject. .

According to one embodiment of the present invention, the single nucleotide polymorphism marker indicates a region in which a genetic change or variation showing a difference of one nucleotide sequence (A, T, G, C) in a DNA sequence is shown. It may be an identifier.

For example, according to an embodiment of the present invention, a single nucleotide polymorphism marker may include an RS number (Reference Snp) in which a single nucleotide polymorphism is registered in the dbSNP database of the National Center for Biotechnology Information (NCBI). cluster id number).

In addition, according to an embodiment of the present invention, the at least one trait may be associated with at least one of personality, propensity, exercise, entertainment, and learning ability, and the single nucleotide polymorphism marker associated with the trait may include rs44324 AA. rs10493 TA, rs86043 GG, rs4234 TT, rs23432 GG, rs 34245 AT, rs5345 GG, rs23432 AG, rs32432 AA, rs 4684 CG, rs 6547 GG, rs 8658 AT, rs4234 GG, rs4324 AG, rs9776 CC, etc. This may be included.

Next, the marker score determiner 220 according to an embodiment of the present invention, with reference to the expression type of the single nucleotide polymorphism marker, at least one according to the effect of the at least one single nucleotide polymorphism marker on the at least one trait A function of determining the score of a single base polymorphic marker of may be performed. According to an embodiment of the present invention, the expression type of the single base polymorphic marker may be a concept meaning one of the types of at least one allele of the single base polymorphic marker, and at least the single base polymorphic marker or the single base polymorphic marker It may be determined based on the expression rate, expression frequency, etc. of one allele.

Specifically, according to an embodiment of the present invention, the marker score determiner 220 refers to the expression type of the single nucleotide polymorphism marker, at least one trait in which the at least one nucleotide polymorphism marker affects the at least one trait. A weight may be determined for and a score of at least one single base polymorphic marker corresponding to the at least one trait may be determined based on the determined weight. According to an embodiment of the present invention, the aforementioned weight may be a value given according to the influence of each expression type on the trait between at least one expression type of the single nucleotide polymorphism marker. In addition, according to an embodiment of the present invention, the score of the single base polymorphic marker may indicate the degree of influence of at least one single base polymorphic marker on at least one trait. According to one embodiment of the present invention, the score of the single nucleotide polymorphic marker is graded according to the influence of the single nucleotide polymorphic marker on the trait (e.g., a two-stage grade such as 'positive', 'negative', 'phase'). , Three levels such as 'medium' and 'low') or values (eg, normalized or quantified values) according to the influence of a single nucleotide polymorphic marker on the trait. However, the score according to the present invention is not limited to those listed above, and may be variously changed within a range capable of achieving the object of the present invention.

For example, according to one embodiment of the invention, the expression type of the single base polymorphic first marker associated with the 'memory' trait is A and B, and the expression type of the single polymorphic second marker associated with the 'memory' trait When these C, D and E are present, the expression type A of the single base polymorphism first marker associated with the 'memory' trait greatly enhances memory (ie, above a certain level), but the single base associated with the 'memory' trait Expression type B of the polymorphic first marker weakens memory, and expression type C of a single base polymorphic second marker associated with a 'memory' trait greatly enhances memory (ie, to a certain level) and interacts with the 'memory' trait. Expression levels D of the single nucleotide polymorphic second marker associated with the 'memory' trait do not reach the level of expression type C of the associated single nucleotide polymorphic second marker, but at some level of memory (ie, above a certain level). If the expression type E of the single nucleotide polymorphic second marker associated with the 'memory' trait is weakened in memory, the marker score determiner 220 may determine the expression type A of the single nucleotide polymorphic first marker associated with the `` memory '' trait. Determine the weight to be greater than the expression type B of the single nucleotide polymorphism first marker associated with the 'memory' trait, and weight the expression type C of the single nucleotide polymorphism second marker associated with the 'memory' trait the single associated with the 'memory' trait Determine the expression type D of the base polymorphic second marker to be greater than the expression type D of the single base polymorphic second marker associated with the 'memory' trait than the expression type E of the single base polymorphic second marker associated with the 'memory' trait You can decide to be big.

That is, according to an exemplary embodiment of the present invention, the marker score determiner 220 may have a single base polymorphism associated with the 'memory' trait of the subject and the expression type of the first marker A, and the single base polymorphism associated with the 'memory' trait. When the expression type of the 2 markers is D, based on the determined weights, the scores of the single base polymorphic first marker and the single base polymorphic second marker corresponding to the 'memory' traits are respectively 'high' and 'medium'. Can be determined. Thus, in accordance with an embodiment of the present invention, two or more single base polymorphic markers (ie, a single base polymorphic first marker and a single base polymorphic second marker) affect two or more traits (ie, memory). The scores of the single base polymorphic markers (ie, the single base polymorphic first marker and the single base polymorphic second marker) can each be determined.

In addition, the marker score determiner 220 according to an embodiment of the present invention, the single nucleotide polymorphism associated with the 'memory' trait of the subject, the expression type of the first marker is B, the single nucleotide polymorphism associated with the 'memory' trait When the expression type of the 2 markers is C, based on the determined weight, scores of the single base polymorphic first marker and the single base polymorphic second marker corresponding to the 'memory' traits are respectively 4 points out of 10 and 10 points. It can be decided by eight points.

Meanwhile, according to an embodiment of the present invention, information about an association between at least one single nucleotide polymorphism marker and at least one trait may be collected from an external database (not shown).

Specifically, according to one embodiment of the invention relates to the effect of the allele of at least one single base polymorphic marker or at least one single base polymorphic marker on at least one trait, the type of expression of the at least one single base polymorphic marker, and the like. In order to collect information, the relevant information may be collected by analyzing contextual information using a known analysis algorithm such as natural language processing algorithm and text mining from an external database such as a paper, a patent, a report, or an academic document.

Next, the aptitude estimator 230 estimates aptitude of the subject based on a score of at least one single nucleotide polymorphic marker determined by the marker score determiner 220 above. Can be. According to one embodiment of the invention, the aptitude may be specified by a combination of phenotypes of at least one trait determined based on the score of the at least one single base polymorphic marker.

Specifically, according to an embodiment of the present invention, the aptitude estimator 230 calculates an evaluation result for at least one trait from a score of at least one single nucleotide polymorphism marker for at least one trait, and calculates the calculated result. The aptitude corresponding to the combination of the phenotypes of at least one trait determined based on the result can be estimated as the aptitude of the subject.

For example, according to one embodiment of the present invention, the aptitude estimator 230 may have a score of a single nucleotide polymorphic first marker and a score of a single nucleotide polymorphic second marker associated with a 'conductive' trait, respectively, 'phase', If the score of the single base polymorphic second marker and the score of the single base polymorphic third marker associated with the 'medium' and 'artistic' traits are 'medium' and 'low', respectively, the 'conductive' and 'artistic' traits Based on the evaluation results, the subject has a strong 'conductive' trait (e.g., if the 'conductive' trait is strong, the phenotype can be represented as A, and if the trait is weak, the phenotype can be represented as a) and the 'artistic' trait is weak. (For example, if the 'artistic' trait is strong, the phenotype can be represented as B, and if the trait is weak, the phenotype can be represented as b). The aptitude corresponding to the combination of phenotypes A and b of the trait is estimated by the subject's aptitude. can do.

For another example, the aptitude estimation unit 230 according to an embodiment of the present invention, the score of the single nucleotide polymorphic fourth marker and the score of the single nucleotide polymorphic fifth marker associated with the 'conductive' trait are respectively 'low' If the score of the single nucleotide polymorphic fifth marker and the score of the single nucleotide polymorphic sixth marker associated with the 'artistic' trait are 'phase' and 'phase', respectively, the 'conductive' and 'artistic' traits Based on the evaluation results, the subject has a weak 'conductive' trait (e.g., if the 'conductive' trait is strong, the phenotype can be represented as A, and if the trait is weak, the phenotype can be represented as a) and the strong 'artistic' trait (E.g., if the 'artistic' trait is strong, the phenotype can be represented by B, and if the trait is weak, the phenotype can be represented by b) and the aptitude corresponding to the combination of phenotypes a and B of the trait is determined by the subject's aptitude. Can be estimated

In this case, on the other hand, according to one embodiment of the present invention, the single nucleotide polymorphic first marker and the single nucleotide polymorphic third marker show a positive correlation in relationship with the aptitude corresponding to the combination of phenotypes A and b of the trait. , The single nucleotide polymorphic fourth marker, the single nucleotide polymorphic fifth marker, and the single nucleotide polymorphic sixth marker exhibit a negative correlation in affinity corresponding to the combination of the query phenotypes A and b, and the single nucleotide polymorphic first marker And the single nucleotide polymorphic third marker exhibits a negative correlation in relationship with the aptitude corresponding to the combination of phenotypes a and B of the trait, wherein the single nucleotide polymorphic fourth marker, the single nucleotide polymorphic fifth marker and the single nucleotide polymorphic sixth The marker may be assumed to represent a positive correlation in relationship with the aptitude corresponding to the combination of query phenotypes a and B.

Meanwhile, according to an embodiment of the present invention, the aptitude estimator 230 calculates an evaluation result for at least one trait from a score of at least one single nucleotide polymorphism marker for at least one trait, A priority corresponding to the priority between the at least one single nucleotide polymorphic marker, the number of scores of the at least one single nucleotide polymorphic marker with respect to the trait, and the score of each of the at least one single nucleotide polymorphic marker with respect to the trait (eg, its score) The result of the evaluation may be calculated by referring to at least one of the sum of the sum of the sum of the sum of the sum or more of the predetermined level).

Next, according to an embodiment of the present invention, the service provider 240 may include at least one recommendation job associated with the aptitude estimated by the aptitude estimator 230, an ability required for the recommendation job, and the recommendation. Information about at least one of the roadmap associated with the occupation may be provided.

Specifically, according to an embodiment of the present invention, the service provider 240 may provide a job requiring the ability corresponding to the estimated aptitude of the subject as the recommended occupation of the subject, and is required by the recommended occupation. If the competence is lacking in the subject, it may provide on-line and off-line training programs to compensate for the lack of competence, or provide a tailored portfolio of test subjects, a roadmap, etc. to meet the competence required for the recommended occupation.

Next, the communication unit 250 according to an embodiment of the present invention provides data to / from the marker information acquisition unit 210, the marker score determination unit 220, the aptitude estimation unit 230, and the service provider 240. It can perform a function to enable transmission and reception.

Finally, the control unit 260 according to an embodiment of the present invention is a marker information acquisition unit 210, marker score determination unit 220, aptitude estimation unit 230, service provider 240 and communication unit 250 Control the flow of data between the liver. That is, the controller 260 according to the present invention controls the data flow from / to the outside of the service providing system 200 or the data flow between each component of the service providing system 200, thereby obtaining the marker information obtaining unit 210. In addition, the marker score determiner 220, the aptitude estimator 230, the service provider 240, and the communicator 250 may control to perform a unique function.

3 to 4 exemplarily illustrate a process of estimating aptitude according to an embodiment of the present invention.

5 is a diagram exemplarily illustrating contents of providing a recommended occupation to a subject according to an embodiment of the present invention.

3 to 5, the service providing system 200 according to an exemplary embodiment of the present invention collects and analyzes contextual information regarding an association between a single nucleotide polymorphism marker and a trait from an external database 400. As a result, information on the effect of the at least one single nucleotide polymorphism marker on the at least one trait may be obtained (301).

Then, the service providing system 200 according to an embodiment of the present invention, the various traits obtained above, character / personality (C), exercise / physical education (P), entertainment (E) and learning (S) ) And group the trait and the grouped trait associated single nucleotide polymorphic marker to correspond (302).

According to one embodiment of the present invention, the character / personality (C) trait may be related to open-mind, self-confident, decisive, warrior, etc. Single base polymorphic markers may include rs44324 AA, rs10493 TA, rs86043 GG, and the like. For example, according to an embodiment of the present invention, if the character / personality (C) trait is strong, it may be an outgoing and strong leadership class, and if the character / personality (C) trait is weak, it is a class that is resistant and likes to work alone. Can be. In addition, according to an embodiment of the present invention, the exercise / physical (P) trait may be related to power, muscle strength, etc., and the single nucleotide polymorphism marker associated therewith includes rs4234 TT, rs23432 GG, rs34245 AT, rs5345 GG, and the like. Also, according to an embodiment of the present invention, the entertainment (E) trait may be related to musical creativity, memory performance, musical performance, dance performance, and the like. Associated single base polymorphic markers may include rs23432 AG, rs32432 AA, rs4684 CG, rs6547 GG, rs8658 AT and the like. In addition, according to an embodiment of the present invention, the learning (S) trait may be related to reading comprehension, reading ability, learning from mistakes, linguistic ability, and the like. Associated single base polymorphic markers may include rs4234 GG, rs4324 AG, rs9776 CG, rs53467 CC and the like.

Then, the service providing system 200 according to an embodiment of the present invention, the combination between the phenotype of the above traits' CP-ES ',' cP-ES ',' Cp-ES ',' cp-ES ',' CP-SE ',' cP-SE ',' Cp-SE 'and' cp-SE ', and at least one single base polymorphic marker associated with the combination may be set to correspond to the combination. (303). On the other hand, here, for each of the traits, if the degree of retention of the trait is strong, the phenotype of the trait is shown in uppercase. If the degree of retention of the trait is weak, the phenotype of the trait is shown in lowercase.

Next, according to an embodiment of the present invention, the service providing system 200 is associated with character / personality (C), exercise / physical (P), entertainment (E), and learning (S) traits among the genetic information of the subject. Information about at least one single nucleotide polymorphism marker can be obtained.

Then, based on the expression type of the at least one single base polymorphic marker obtained above according to an embodiment of the present invention, a score of at least one single base polymorphic marker corresponding to the at least one trait may be determined. .

Then, based on the score of the at least one single base polymorphic marker determined above according to one embodiment of the invention, the phenotype of the at least one trait of the subject is determined, and the phenotype of the determined at least one trait Based on the combination of 'CP-ES', 'cP-ES', 'Cp-ES', 'cp-ES', 'CP-SE', 'cP-SE', 'Cp-SE' and 'cp- One of the SE's may be estimated as the aptitude of the subject (304).

According to an embodiment of the present invention, when the subject's aptitude is estimated to be 'CP-ES', the subject's aptitude is "extroverted, active leader style, and performs high intensity work well. Muscle strength in the field of exercise This is a suitable type for the required sporting activity, and the musical learning ability is very good in the entertainment field compared to the learning ability. ”

Thus, according to one embodiment of the invention, the score of at least one single nucleotide polymorphic marker is determined according to the degree of influence on the trait, and the phenotype of the at least one trait is based on the score of the determined single nucleotide polymorphic marker. The aptitude corresponding to the combination can be estimated by the subject's aptitude, and with reference to the above estimation result, the correlation between the single nucleotide polymorphism marker and the aptitude through a trait having a predetermined correlation with the single nucleotide polymorphism marker and the aptitude The relationship can be estimated. For example, the correlation between a single base polymorphic marker and an aptitude can be positive correlation, negative correlation, strong correlation, weak correlation, and the like.

Then, in accordance with one embodiment of the present invention, a job requiring the ability to correspond to the estimated aptitude above may be provided as the subject's recommended job (500), and may include strengths, weaknesses or The roadmap for the above recommended occupation may be provided to the subject through the device 300 (305).

Embodiments according to the present invention described above can be implemented in the form of program instructions that can be executed by various computer components and recorded in a computer-readable recording medium. The computer-readable recording medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the computer readable recording medium may be specially designed and configured for the present invention, or may be known and available to those skilled in the computer software field. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tape, optical recording media such as CD-ROMs and DVDs, and magneto-optical media such as floptical disks. medium) and hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine code generated by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like. Hardware devices may be modified with one or more software modules to perform the processing according to the present invention, and vice versa.

Although the present invention has been described by specific matters such as specific components and limited embodiments and drawings, it is provided only to help a more general understanding of the present invention, and the present invention is not limited to the above embodiments. Those skilled in the art can make various modifications and changes from this description.

Therefore, the spirit of the present invention should not be limited to the above-described embodiments, and all the scope equivalent to or equivalent to the scope of the claims as well as the claims to be described below are within the scope of the spirit of the present invention. Will belong to.

100: network
200: service delivery system
210: marker information acquisition unit
220: marker class determination unit
230: Aptitude estimation unit
240: communication unit
250: control unit
300: device

Claims (9)

As a method for providing a service based on genetic information,
Obtaining information about at least one single nucleotide polymorphism (SNP) marker associated with at least one trait of the subject's genetic information,
Referring to the expression type of the at least one single base polymorphic marker, determining a score of the at least one single base polymorphic marker according to the effect of the at least one single base polymorphic marker on the at least one trait,
Calculating an evaluation result for at least one trait with reference to the score of the at least one single nucleotide polymorphism marker determined;
Estimating an aptitude corresponding to the combination between the phenotypes of at least one trait determined to correspond to the subject based on the evaluation result as the aptitude of the subject, and
Providing information regarding at least one of a recommendation occupation associated with the estimated aptitude, a capability required for the recommendation occupation, and a roadmap associated with the recommendation occupation,
The results of the evaluation include a priority between at least one single base polymorphic marker for the trait, a number of scores of at least one single nucleotide polymorphic marker for the trait, and a score for each of the at least one single nucleotide polymorphic marker for the trait. It is calculated by referring to at least one of the scores corresponding to
The at least one trait is grouped into at least one of two or more grouped traits, and in the calculating step, an evaluation result for at least one of the grouped traits is calculated with reference to a score of the at least one single nucleotide polymorphism marker determined. and,
In the estimating step, estimating aptitude corresponding to the combination between the phenotypes of at least one of the grouped traits determined to correspond to the subject, based on the evaluation result,
The grouped traits include personality or character traits, motor or athletic traits, entertainment traits and learning traits,
Generating a combination between the phenotypes of the grouped traits by combining one of the first and second phenotypes of each of the two or more grouped traits included in the grouped traits
Way. delete The method of claim 1,
In the determining step, the score is further determined by referring to context information collected about the association between the at least one trait and the at least one single nucleotide polymorphic marker.
Way. The method of claim 1,
In the determining step, the scores of the two or more single base polymorphic markers are respectively determined according to the effect of the two or more single base polymorphic markers on the at least one trait.
Way. delete delete delete A non-transitory computer readable recording medium for recording a computer program for executing the method according to claim 1. A system for providing a service based on genetic information,
A marker information acquisition unit for obtaining information regarding at least one single nucleotide polymorphism (SNP) marker associated with at least one trait of the subject's genetic information,
Determining a marker score that determines the score of the at least one single base polymorphic marker according to the effect of the at least one single base polymorphic marker on the at least one trait with reference to the expression type of the at least one single base polymorphic marker. part,
An evaluation result calculation unit configured to calculate an evaluation result for at least one trait by referring to the score of the at least one single nucleotide polymorphism marker determined;
An aptitude estimator for estimating an aptitude corresponding to the combination between the phenotypes of at least one trait determined to correspond to the subject based on the evaluation result as the aptitude of the subject, and
A recommendation occupation information providing unit for providing information on at least one of at least one recommendation occupation associated with the estimated aptitude, a capability required for the recommendation occupation, and a roadmap associated with the recommendation occupation;
The results of the evaluation include a priority between at least one single base polymorphic marker for the trait, a number of scores of at least one single nucleotide polymorphic marker for the trait, and a score for each of the at least one single nucleotide polymorphic marker for the trait. It is calculated by referring to at least one of the scores corresponding to
The at least one trait is grouped into at least one of two or more grouped traits, and in the evaluation result calculator, an evaluation result of the at least one grouped trait with reference to a score of the at least one single nucleotide polymorphism marker determined Yields,
In the aptitude estimating unit, based on the evaluation result, the aptitude corresponding to the combination between the phenotypes of the at least one grouped trait determined to correspond to the subject is estimated as the aptitude of the subject,
The grouped traits include personality or character traits, motor or athletic traits, entertainment traits and learning traits,
Generating a combination between the phenotypes of the grouped traits by combining one of the first and second phenotypes of each of the two or more grouped traits included in the grouped traits
system.

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